Job Description

Our vision is to transform how the world uses information to enrich life for all.

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.
JR38031 INTERN - Machine learning based Scatterometry Optimization

Location :

1, North Coast Drive, Singapore 757432

Department :

Product Integration Engineering (PIE), Metrology

Title of project:
I mprovement plan on existing ML-based scatterometry framework and develop solutions in Python.\xe2\x80\x8b

Project Description :
Scatterometry is a technique that uses light to measure critical dimension of a post-etch structure during wafer fabrication. Machine Learning (ML)-based scatterometry uses supervised learning model to evaluate the measurement value from the light information. Users run scripts to train these ML models, and the models are then deployed in production environment for real-time measurement evaluation. There is a constant need to improve the learning algorithm, improve user experience on model training and reduce lag in real-time evaluation.

Scope:
The student will be introduced to scatterometry measurement technique. He/She will be able to learn the application of supervised learning technique and building a deployment pipeline in a manufacturing environment. The student will study the existing ML-based scatterometry framework and apply object-oriented programming as well as other Python scientific libraries, including Pandas and SciPy to the framework.

Deliverable:
To propose improvement plan on existing ML-based scatterometry framework and develop solutions in Python.

Skillset Required :

• Students pursuing Bachelor\'s degree in engineering,

Course of interests :

• Engineering

Duration Period :

• 6 months

About Micron Technology, Inc.

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all . With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron\xc2\xae and Crucial\xc2\xae brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities - from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com

Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.

Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.

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